Image based view localization system retrieving from a panorama database by SURF

Naoyuki Yazawa; Hideaki Uchiyama; Hideo Saito; Myriam Servières; Guillaume Moreau

Image based view localization system retrieving from a panorama database by SURF

Naoyuki Yazawa, Hideaki Uchiyama, Hideo Saito, Myriam Servières, Guillaume Moreau

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

We propose a system for estimating a user's view direction with its location of a captured image by retrieving its corresponding region from panoramas in a database. In our database, 104 panoramas captured within a local area are stored. For retrieving a user's location, the query image captured by the user's planarprojection camera is compared with all the panoramas in the database. SURF is used for finding corresponding points between the query and each panorama. The panorama which gets maximum number of corresponding points is selected as the location. In addition, a user's view direction is also estimated by reprojecting the center of the query onto the selected panorama. As a result, image based view localization with panoramas can be achieved.

Original language	English
Title of host publication	Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009
Pages	118-121
Number of pages	4
Publication status	Published - 2009
Externally published	Yes
Event	11th IAPR Conference on Machine Vision Applications, MVA 2009 - Yokohama, Japan Duration: May 20 2009 → May 22 2009

Publication series

Name	Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009

Other

Other	11th IAPR Conference on Machine Vision Applications, MVA 2009
Country/Territory	Japan
City	Yokohama
Period	5/20/09 → 5/22/09

All Science Journal Classification (ASJC) codes

Computer Vision and Pattern Recognition

Cite this

Image based view localization system retrieving from a panorama database by SURF. / Yazawa, Naoyuki; Uchiyama, Hideaki; Saito, Hideo et al.
Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009. 2009. p. 118-121 (Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yazawa, N, Uchiyama, H, Saito, H, Servières, M & Moreau, G 2009, Image based view localization system retrieving from a panorama database by SURF. in Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009. Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009, pp. 118-121, 11th IAPR Conference on Machine Vision Applications, MVA 2009, Yokohama, Japan, 5/20/09.

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title = "Image based view localization system retrieving from a panorama database by SURF",

abstract = "We propose a system for estimating a user's view direction with its location of a captured image by retrieving its corresponding region from panoramas in a database. In our database, 104 panoramas captured within a local area are stored. For retrieving a user's location, the query image captured by the user's planarprojection camera is compared with all the panoramas in the database. SURF is used for finding corresponding points between the query and each panorama. The panorama which gets maximum number of corresponding points is selected as the location. In addition, a user's view direction is also estimated by reprojecting the center of the query onto the selected panorama. As a result, image based view localization with panoramas can be achieved.",

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year = "2009",

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T1 - Image based view localization system retrieving from a panorama database by SURF

AU - Yazawa, Naoyuki

AU - Uchiyama, Hideaki

AU - Saito, Hideo

AU - Servières, Myriam

AU - Moreau, Guillaume

PY - 2009

Y1 - 2009

N2 - We propose a system for estimating a user's view direction with its location of a captured image by retrieving its corresponding region from panoramas in a database. In our database, 104 panoramas captured within a local area are stored. For retrieving a user's location, the query image captured by the user's planarprojection camera is compared with all the panoramas in the database. SURF is used for finding corresponding points between the query and each panorama. The panorama which gets maximum number of corresponding points is selected as the location. In addition, a user's view direction is also estimated by reprojecting the center of the query onto the selected panorama. As a result, image based view localization with panoramas can be achieved.

AB - We propose a system for estimating a user's view direction with its location of a captured image by retrieving its corresponding region from panoramas in a database. In our database, 104 panoramas captured within a local area are stored. For retrieving a user's location, the query image captured by the user's planarprojection camera is compared with all the panoramas in the database. SURF is used for finding corresponding points between the query and each panorama. The panorama which gets maximum number of corresponding points is selected as the location. In addition, a user's view direction is also estimated by reprojecting the center of the query onto the selected panorama. As a result, image based view localization with panoramas can be achieved.

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BT - Proceedings of the 11th IAPR Conference on Machine Vision Applications, MVA 2009

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Image based view localization system retrieving from a panorama database by SURF

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

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